Breach and attack simulation · October 2026 Edition
Cymulate vs Pentera
Eight of fourteen models named Cymulate first on the direct prompt; zero named Pentera. Cymulate was named by fourteen of the fourteen models and Pentera by thirteen and Cymulate carries 53 labels and Pentera 32, so the shares are not directly comparable.
Named in three categories this edition.
Named in three categories this edition.
First-choice share24%7%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate21%28%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#4A position in a field of 9; printed, not drawn.
Labels5332A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Cymulate reading right to left. Rank and label count are printed, not drawn.Picus Security Validation Platform was named alongside these two in ten of the fourteen direct answers. Cymulate vs Picus Security Validation Platform · Cymulate vs NodeZero · Cymulate vs AttackIQ Flex
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the breach and attack simulation page.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
CymulateFirst choices, of fourteen modelsPentera
Direct801 against Pentera
Paraphrase33
Comparative51
Budget-constrained004 against Cymulate · 5 against Pentera
Scale-constrained311 against Pentera
Negative007 against Cymulate · 2 against Pentera
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Across every category in the October 2026 Edition, Cymulate and Pentera were named in the same answer eighty times, of the 169 answers naming Cymulate and the 103 naming Pentera. In those answers Pentera took the first choice three times and Cymulate twenty-seven.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Cymulate and Pentera stood in it.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | ||||
| GPT-5.4 mini | | | | |||
| Gemini 3.5 Flash | | | | | | |
| Perplexity Sonar | | | | | ||
| Grok 4.1 Fast | | | | | | |
| Mistral Small | | | | | | |
| DeepSeek V4 Flash | | | | | | |
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | | | | | | |
| Kimi K2 | | | | | | |
| GLM 4.7 FlashX | | | | |||
| MiniMax M2.5 | | | | |||
| GPT-6 Luna | | | | |||
| Muse Glimmer 30B | | |
Cymulate Pentera first choice named as an alternative argued againstblank: not namedEach cell is one answer, Cymulate on the left and Pentera on the right.The direct prompt
The plain question, one answer per model, grouped by where Cymulate and Pentera stood in it.
Cymulate first, Pentera an alternative
8 of 14 modelsPentera was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Cymulate alternatives: AttackIQ, Pentera
GPT-5.4 miniCymulate alternatives: Pentera, Picus Security Validation Platform
Grok 4.1 FastCymulate alternatives: AttackIQ, NodeZero, Picus Security Validation Platform
Mistral SmallCymulate alternatives: Weseth
DeepSeek V4 FlashCymulate alternatives: AttackIQ, Picus Security Validation Platform
MiniMax M2.5Cymulate, NodeZero alternatives: AttackIQ
GPT-6 LunaCymulate alternatives: AttackIQ Flex, Picus Security Validation Platform
Muse Glimmer 30BCymulate alternatives: NodeZero, Picus Security Validation Platform
Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashPicus Security Validation Platform alternatives: Cymulate, Horizon3.ai NodeZero
Perplexity SonarPicus Security Validation Platform alternatives: Cymulate, NodeZero
Qwen 3.7 FlashNodeZero alternatives: Cymulate, Picus Security Validation Platform
Kimi K2NodeZero alternatives: Cymulate, Picus Security Validation Platform
GLM 4.7 FlashXNodeZero, Picus Security Validation Platform alternatives: AttackIQ, Cymulate, Pentera, SafeBreach
Neither was named
1 of 14 modelsThe answer made no first choice from these two in this category.Llama 4 MaverickValidato alternatives: Weseth
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Cymulate leads by eight points.
Cymulate10%#4 of 12Pentera2%#10 of 12Mid-marketThe figures above
Enterprise
What the models said about Cymulate
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“some enterprise users have noted that its dynamic reporting, user interface complexity, and third-party SIEM/EDR integrations can occasionally be unstable” Gemini 3.5 Flash · negative prompt · soft negative
“Integration Stability: Users frequently cite "integration issues" as a hurdle... Be cautious if your primary goal is automated remediation” Qwen 3.7 Flash · negative prompt · soft negative
“Industry-standard vendors like Cymulate or Pentera typically charge $50k–$100k+ annually, making them inaccessible for tight budgets.” Qwen 3.7 Flash · budget prompt · soft negative
“Choose Cymulate or SafeBreach if you want a reliable, easy-to-use, and highly visible metric of overall security posture” Gemini 3.5 Flash · comparative prompt · first choice
“Cymulate is one of the most widely deployed BAS platforms, known for its broad enterprise validation capabilities.” DeepSeek V4 Flash · comparative prompt · first choice
“opt for "automated security validation" or highly-automated BAS vendors (e.g., Cymulate, Pentera, Picus, or Horizon3)” Gemini 3.5 Flash · scale prompt · first choice
What the models said about Pentera
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Industry-standard vendors like Cymulate or Pentera typically charge $50k–$100k+ annually, making them inaccessible for tight budgets.” Qwen 3.7 Flash · budget prompt · soft negative
“positioned more toward enterprise deployments, and review data suggests smaller orgs often run into pricing/contract challenges” GPT-5.4 mini · budget prompt · soft negative
“don't publish pricing and typically start at $30,000-$50,000+ annually, which may be prohibitive for smaller organizations” Kimi K2 · budget prompt · soft negative
“opt for "automated security validation" or highly-automated BAS vendors (e.g., Cymulate, Pentera, Picus, or Horizon3)” Gemini 3.5 Flash · scale prompt · first choice
“I'd recommend Pentera (formerly Pcysys) as a top security control validation tool.” Grok 4.1 Fast · paraphrase prompt · first choice
“I would recommend Pentera if your primary goal is security control validation” Perplexity Sonar · paraphrase prompt · first choice
Also compared
Cymulate vs Picus Security Validation PlatformCymulate vs NodeZeroCymulate vs AttackIQ FlexCymulate vs AttackIQCymulate vs Horizon3.ai NodeZeroPicus Security Validation Platform vs PenteraNodeZero vs PenteraPentera vs AttackIQ FlexPentera vs AttackIQPentera vs Horizon3.ai NodeZeroAll twenty-one head-to-head pages and the full BAS standing
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.